🌟MiniMax-M1: открытя reasoning‑LLM с контекстом 1M
MiniMax-M1 — первая в мире open-weight гибридная reasoning‑LLM c 1M контекстом (8× DeepSeek R1) и гибридной архитектурой MoE + lightning attention. • 456 млрд параметров (45,9 млрд активируются на токен), сверхэффективная генерация — 25% FLOPs DeepSeek R1 на 100K токенов • Обучение через RL с новым алгоритмом CISPO, решающим реальные задачи от математики до кодинга • На обучение было потрачено $534K, две версии — 40K/80K “thinking budget” • Обходит DeepSeek R1 и Qwen3-235B на бенчмарках по математике и кодингу, • Топ результат на задачах для software engineering и reasoning
Бенчмарки: AIME 2024: 86.0 (M1-80K) vs 85.7 (Qwen3) vs 79.8 (DeepSeek R1)
🌟MiniMax-M1: открытя reasoning‑LLM с контекстом 1M
MiniMax-M1 — первая в мире open-weight гибридная reasoning‑LLM c 1M контекстом (8× DeepSeek R1) и гибридной архитектурой MoE + lightning attention. • 456 млрд параметров (45,9 млрд активируются на токен), сверхэффективная генерация — 25% FLOPs DeepSeek R1 на 100K токенов • Обучение через RL с новым алгоритмом CISPO, решающим реальные задачи от математики до кодинга • На обучение было потрачено $534K, две версии — 40K/80K “thinking budget” • Обходит DeepSeek R1 и Qwen3-235B на бенчмарках по математике и кодингу, • Топ результат на задачах для software engineering и reasoning
Бенчмарки: AIME 2024: 86.0 (M1-80K) vs 85.7 (Qwen3) vs 79.8 (DeepSeek R1)
On December 23rd, 2020, Pavel Durov posted to his channel that the company would need to start generating revenue. In early 2021, he added that any advertising on the platform would not use user data for targeting, and that it would be focused on “large one-to-many channels.” He pledged that ads would be “non-intrusive” and that most users would simply not notice any change. Lastly, the web previews of t.me links have been given a new look, adding chat backgrounds and design elements from the fully-features Telegram Web client. Soloviev also promoted the channel in a post he shared on his own Telegram, which has 580,000 followers. The post recommended his viewers subscribe to "War on Fakes" in a time of fake news. Telegram was co-founded by Pavel and Nikolai Durov, the brothers who had previously created VKontakte. VK is Russia’s equivalent of Facebook, a social network used for public and private messaging, audio and video sharing as well as online gaming. In January, SimpleWeb reported that VK was Russia’s fourth most-visited website, after Yandex, YouTube and Google’s Russian-language homepage. In 2016, Forbes’ Michael Solomon described Pavel Durov (pictured, below) as the “Mark Zuckerberg of Russia.” Artem Kliuchnikov and his family fled Ukraine just days before the Russian invasion.
from hk
